{"id":"W3113186429","doi":"10.1503/cmaj.201002","title":"Median nail dystrophy","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nail (fastener); Thumbnail; Medicine; Depression (economics); Dystrophy; Surgery; Pathology; Computer science; Engineering; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001140492,0.001278883,0.00065525,0.001135465,0.001590533,0.0008826741,0.0005406004,0.001451832,0.01007988],"category_scores_gemma":[0.0007612163,0.0002504949,0.0003237931,0.001043974,0.0006366255,0.0008354516,0.0006538869,0.001218999,0.00117749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009224477,"about_ca_system_score_gemma":0.0005879233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002751431,"about_ca_topic_score_gemma":0.003081963,"domain_scores_codex":[0.9997045,0.00001987394,0.00001326163,0.0001028813,0.00005698817,0.0001025038],"domain_scores_gemma":[0.9997892,0.00004728157,0.00003270573,0.00001078506,0.00002251937,0.00009756831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006798099,0.00006680364,0.009508002,0.0000846008,0.00001549659,0.9756671,0.0001147058,0.0001830936,0.002587012,0.00145426,0.002497867,0.007753103],"study_design_scores_gemma":[0.00001646277,0.0001026875,0.01640204,0.0000856582,0.00001187105,0.9782774,0.0001974475,0.000216808,0.0005074846,0.0008029204,0.00336316,0.00001613229],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.801902,0.0132025,0.005517957,0.00908206,0.001000286,0.0002700164,0.002622614,0.0008662927,0.1655362],"genre_scores_gemma":[0.981159,0.002985541,0.001000258,0.001694081,0.0002818966,0.00003567062,0.0003312251,0.00003810664,0.01247426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01007988,"threshold_uncertainty_score":0.03372061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008177490689775503,"score_gpt":0.2313418431258714,"score_spread":0.2231643524360959,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}